Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: REEP3

Gene summary for REEP3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

REEP3

Gene ID

221035

Gene namereceptor accessory protein 3
Gene AliasC10orf74
Cytomap10q21.3
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

Q6NUK4


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Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
221035REEP3LZE2THumanEsophagusESCC1.69e-025.51e-010.082
221035REEP3LZE4THumanEsophagusESCC1.02e-077.52e-020.0811
221035REEP3LZE8THumanEsophagusESCC1.31e-022.55e-020.067
221035REEP3LZE20THumanEsophagusESCC3.16e-091.36e-010.0662
221035REEP3LZE24D1HumanEsophagusHGIN4.62e-022.99e-010.054
221035REEP3LZE24THumanEsophagusESCC8.14e-104.93e-010.0596
221035REEP3LZE21THumanEsophagusESCC2.24e-072.43e-010.0655
221035REEP3P1T-EHumanEsophagusESCC1.36e-146.89e-010.0875
221035REEP3P2T-EHumanEsophagusESCC1.22e-286.07e-010.1177
221035REEP3P4T-EHumanEsophagusESCC2.37e-297.72e-010.1323
221035REEP3P5T-EHumanEsophagusESCC1.99e-429.33e-010.1327
221035REEP3P8T-EHumanEsophagusESCC2.59e-337.14e-010.0889
221035REEP3P9T-EHumanEsophagusESCC2.69e-102.49e-010.1131
221035REEP3P10T-EHumanEsophagusESCC2.83e-223.97e-010.116
221035REEP3P11T-EHumanEsophagusESCC1.59e-146.51e-010.1426
221035REEP3P12T-EHumanEsophagusESCC1.60e-295.49e-010.1122
221035REEP3P15T-EHumanEsophagusESCC2.62e-277.08e-010.1149
221035REEP3P16T-EHumanEsophagusESCC8.58e-293.78e-010.1153
221035REEP3P17T-EHumanEsophagusESCC6.10e-145.73e-010.1278
221035REEP3P20T-EHumanEsophagusESCC1.33e-215.62e-010.1124
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LiverThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
LungThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.BPH: Benign Prostatic Hyperplasia
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

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Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:014001414EsophagusESCCmitotic nuclear division218/8552287/187236.17e-261.78e-23218
GO:00482853EsophagusESCCorganelle fission301/8552488/187234.64e-132.12e-11301
GO:00002802EsophagusESCCnuclear division270/8552439/187231.17e-114.24e-10270
GO:000699713EsophagusESCCnucleus organization96/8552133/187234.66e-101.21e-0896
GO:000702914EsophagusESCCendoplasmic reticulum organization65/855287/187233.28e-086.08e-0765
GO:000699811EsophagusESCCnuclear envelope organization39/855247/187231.48e-072.35e-0639
GO:007176312EsophagusESCCnuclear membrane organization29/855233/187235.30e-077.04e-0629
GO:003146811EsophagusESCCnuclear envelope reassembly14/855214/187231.71e-051.52e-0414
GO:00440918EsophagusESCCmembrane biogenesis38/855255/187233.78e-042.19e-0338
GO:00717099EsophagusESCCmembrane assembly35/855250/187234.33e-042.44e-0335
GO:00717865EsophagusESCCendoplasmic reticulum tubular network organization15/855218/187231.20e-035.88e-0315
GO:00717863LiverNAFLDendoplasmic reticulum tubular network organization6/188218/187236.55e-034.69e-026
GO:00070292LiverCirrhoticendoplasmic reticulum organization42/463487/187231.67e-063.22e-0542
GO:01400142LiverCirrhoticmitotic nuclear division97/4634287/187233.32e-042.87e-0397
GO:00440914LiverCirrhoticmembrane biogenesis25/463455/187236.51e-044.96e-0325
GO:00717094LiverCirrhoticmembrane assembly23/463450/187238.62e-046.22e-0323
GO:00717861LiverCirrhoticendoplasmic reticulum tubular network organization11/463418/187231.13e-037.73e-0311
GO:0006997LiverCirrhoticnucleus organization48/4634133/187232.27e-031.38e-0248
GO:0071763LiverCirrhoticnuclear membrane organization15/463433/187237.61e-033.60e-0215
GO:014001411LiverHCCmitotic nuclear division174/7958287/187233.74e-101.23e-08174
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
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Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
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Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
REEP3insertionNonsense_Mutationnovelc.297_298insTGGAAGTTGCAGTAAGCCGAGATTGCACCACTGCACTCCACCCTp.Glu100TrpfsTer5p.E100Wfs*5Q6NUK4protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
REEP3SNVMissense_Mutationrs747010885c.197N>Gp.Tyr66Cysp.Y66CQ6NUK4protein_codingdeleterious(0.02)benign(0.148)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
REEP3SNVMissense_Mutationc.653N>Gp.Lys218Argp.K218RQ6NUK4protein_codingtolerated(0.31)benign(0.003)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
REEP3SNVMissense_Mutationnovelc.440N>Ap.Arg147Hisp.R147HQ6NUK4protein_codingtolerated(0.08)possibly_damaging(0.556)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
REEP3deletionFrame_Shift_Delc.131delNp.Phe45LeufsTer6p.F45Lfs*6Q6NUK4protein_codingTCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
REEP3deletionFrame_Shift_Delc.271delNp.Phe91SerfsTer29p.F91Sfs*29Q6NUK4protein_codingTCGA-F5-6812-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
REEP3SNVMissense_Mutationrs773095084c.703N>Tp.Arg235Cysp.R235CQ6NUK4protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
REEP3SNVMissense_Mutationnovelc.290C>Ap.Ser97Tyrp.S97YQ6NUK4protein_codingdeleterious(0)probably_damaging(0.95)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
REEP3SNVMissense_Mutationrs371406997c.668C>Tp.Ser223Leup.S223LQ6NUK4protein_codingdeleterious(0)benign(0.375)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
REEP3SNVMissense_Mutationnovelc.286N>Ap.Leu96Ilep.L96IQ6NUK4protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
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